Presentation | 1994/7/22 Studies for measurement of jaw movements using neural networks Masatake Akutagawa, Yohsuke Kinouchi, Hirofumi Nagashino, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | Measurement using magnetic fields is one of the most useful methods to guage the movement of a living body.Estimation of the position and direction of a magnet attached to a jaw employing flux density distribution is an inverse problem.Normally,analycal methods are used to solve these problems,but they need a lot of calculation.In this paper,the authors apply the bick propagation neural networks to solve this inverse problem,and thier applicability and accuracy,are examined.As a result of computer simulations,we obtain an accuracy reading of 1.49% for position error And 0.19゜as an average value. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | jaw movement / magnetic measurment / neural network / inverse problem / magnetic dipole |
Paper # | MBE94-52 |
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Committee | MBE |
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Conference Date | 1994/7/22(1days) |
Place (in Japanese) | (See Japanese page) |
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Registration To | ME and Bio Cybernetics (MBE) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Studies for measurement of jaw movements using neural networks |
Sub Title (in English) | |
Keyword(1) | jaw movement |
Keyword(2) | magnetic measurment |
Keyword(3) | neural network |
Keyword(4) | inverse problem |
Keyword(5) | magnetic dipole |
1st Author's Name | Masatake Akutagawa |
1st Author's Affiliation | Department of Electrical and Electronic Engineering,Faculty of Engineering,the University of Tokusima() |
2nd Author's Name | Yohsuke Kinouchi |
2nd Author's Affiliation | Department of Electrical and Electronic Engineering,Faculty of Engineering,the University of Tokusima |
3rd Author's Name | Hirofumi Nagashino |
3rd Author's Affiliation | Department of Electrical and Electronic Engineering,Faculty of Engineering,the University of Tokusima |
Date | 1994/7/22 |
Paper # | MBE94-52 |
Volume (vol) | vol.94 |
Number (no) | 169 |
Page | pp.pp.- |
#Pages | 8 |
Date of Issue |